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Radiomics Jobs (NOW HIRING)

Postdoctoral Fellow-MSH

Manhattan, NY · On-site

$53K - $73K/yr

... radiomics; * At least one first author research publication in a related subject; * Strong communication skills and excellent scientific writing ability; * Highly motivated and independent; * The ...

Research Technician

Chicago, IL · On-site

$19.23 - $26.44/hr

Computational responsibilities would include performing coding and analysis of clinical imaging from a radiomics and pathomics standpoint. The Research Technician will help develop, design and ...

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Radiomics information

What are the key skills and qualifications needed to thrive as a Radiomics Specialist, and why are they important?

To thrive as a Radiomics Specialist, you need a solid background in medical imaging, data analysis, and computational science, typically supported by a degree in biomedical engineering, computer science, or a related field. Proficiency in programming languages (such as Python or MATLAB), experience with machine learning frameworks, and familiarity with medical imaging software are crucial. Strong problem-solving abilities, attention to detail, and effective interdisciplinary communication are standout soft skills. These skills ensure accurate extraction and interpretation of quantitative imaging features, driving advancements in precision medicine and research.

What is the difference between Radiomics vs Medical Imaging Technologist?

AspectRadiomicsMedical Imaging Technologist
Required CredentialsAdvanced degrees in medical imaging, data analysis, or related fields; often requires certification in imaging or data scienceCertification in radiologic technology (e.g., ARRT), associate or bachelor's degree in radiologic technology
Work EnvironmentResearch settings, hospitals, or academic institutions focusing on image analysis and data extractionHospitals, clinics, imaging centers performing diagnostic scans
Industry UsagePrimarily in research, data analysis, and development of imaging biomarkersClinical diagnostics, patient imaging, and routine scans

While Radiomics involves extracting quantitative data from medical images for research and analysis, Medical Imaging Technologists focus on acquiring diagnostic images for patient care. Both roles are essential in medical imaging but differ in their focus, credentials, and work environment.

What are some common challenges faced by radiomics professionals when working with multi-institutional imaging datasets?

Radiomics professionals often encounter challenges related to data heterogeneity when collaborating across multiple institutions. Differences in imaging protocols, scanner types, and image acquisition parameters can result in variability that affects feature extraction and model generalizability. Addressing these challenges typically involves rigorous data harmonization, standardization of workflows, and close collaboration with radiologists and IT specialists to ensure data integrity and reproducibility. Additionally, maintaining compliance with data privacy regulations is crucial when handling patient images from diverse sources.

What is radiomics?

Radiomics is a field in medical imaging that involves extracting large amounts of quantitative features from medical images using data-characterization algorithms. These features, which are often invisible to the human eye, can help in predicting disease diagnosis, prognosis, and response to treatment. Radiomics is commonly used in oncology to analyze tumors in CT, MRI, or PET scans. By converting images into high-dimensional data, radiomics supports more personalized and precise medical decisions.
More about Radiomics jobs
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What states have the most Radiomics jobs? States with the most job openings for Radiomics jobs include:
Postdoctoral Fellow-MSH

Postdoctoral Fellow-MSH

Mount Sinai Hospital

Manhattan, NY • On-site

$53K - $73K/yr

Full-time

Re-posted 20 days ago


Mount Sinai rating

7.8

Company rating: 7.8 out of 10

Based on 283 frontline employees who took The Breakroom Quiz

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Job description


Roles & Responsibilities:
* Perform research and development of novel scalable machine learning algorithms for various applications of medical imaging in cancer management
* Collaborating with your supervisor and collaborators to discuss, develop and implement research agenda
* Write, debug and maintain high-quality research code, and help deploy research results (if applicable) in clinical environment
* Present work at conferences and publish high qualify papers
Requirements:
* A Ph.D. or equivalent degree in Medical Physics, Physics, Biomedical Engineering, Electrical Engineering, Computer Science or related areas;
* Good programming skills using languages such as python, Matlab, C++ or C#;
* Background in machine learning, medical imaging and optimization methods, ideally with demonstrated experience in deep learning in medical image analysis (image segmentation/registration/synthesis), medical image reconstruction, computer-aided cancer detection/diagnosis and radiomics;
* At least one first author research publication in a related subject;
* Strong communication skills and excellent scientific writing ability;
* Highly motivated and independent;
* The ability to work under interdisciplinary settings.
About Us
Strength through Unity and Inclusion
The Mount Sinai Health System is committed to fostering an environment where everyone can contribute to excellence. We share a common dedication to delivering outstanding patient care. When you join us, you become part of Mount Sinai's unparalleled legacy of achievement, education, and innovation as we work together to transform healthcare. We encourage all team members to actively participate in creating a culture that ensures fair access to opportunities, promotes inclusive practices, and supports the success of every individual.
At Mount Sinai, our leaders are committed to fostering a workplace where all employees feel valued, respected, and empowered to grow. We strive to create an environment where collaboration, fairness, and continuous learning drive positive change, improving the well-being of our staff, patients, and organization. Our leaders are expected to challenge outdated practices, promote a culture of respect, and work toward meaningful improvements that enhance patient care and workplace experiences. We are dedicated to building a supportive and welcoming environment where everyone has the opportunity to thrive and advance professionally. Explore this opportunity and be part of the next chapter in our history.
About the Mount Sinai Health System:
Mount Sinai Health System is one of the largest academic medical systems in the New York metro area, with more than 48,000 employees working across eight hospitals, more than 400 outpatient practices, more than 300 labs, a school of nursing, and a leading school of medicine and graduate education. Mount Sinai advances health for all people, everywhere, by taking on the most complex health care challenges of our time - discovering and applying new scientific learning and knowledge; developing safer, more effective treatments; educating the next generation of medical leaders and innovators; and supporting local communities by delivering high-quality care to all who need it. Through the integration of its hospitals, labs, and schools, Mount Sinai offers comprehensive health care solutions from birth through geriatrics, leveraging innovative approaches such as artificial intelligence and informatics while keeping patients' medical and emotional needs at the center of all treatment. The Health System includes more than 9,000 primary and specialty care physicians; 13 joint-venture outpatient surgery centers throughout the five boroughs of New York City, Westchester, Long Island, and Florida; and more than 30 affiliated community health centers. We are consistently ranked by U.S. News & World Report's Best Hospitals, receiving high "Honor Roll" status, and are highly ranked: No. 1 in Geriatrics, top 5 in Cardiology/Heart Surgery, and top 20 in Diabetes/Endocrinology, Gastroenterology/GI Surgery, Neurology/Neurosurgery, Orthopedics, Pulmonology/Lung Surgery, Rehabilitation, and Urology. New York Eye and Ear Infirmary of Mount Sinai is ranked No. 12 in Ophthalmology. U.S. News & World Report's "Best Children's Hospitals" ranks Mount Sinai Kravis Children's Hospital among the country's best in several pediatric specialties. The Icahn School of Medicine at Mount Sinai is ranked No. 11 nationwide in National Institutes of Health funding and in the 99th percentile in research dollars per investigator according to the Association of American Medical Colleges. Newsweek's "The World's Best Smart Hospitals" ranks The Mount Sinai Hospital as No. 1 in New York and in the top five globally, and Mount Sinai Morningside in the top 20 globally.
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The Mount Sinai Health System is an equal opportunity employer, complying with all applicable federal civil rights laws. We do not discriminate, exclude, or treat individuals differently based on race, color, national origin, age, religion, disability, sex, sexual orientation, gender, veteran status, or any other characteristic protected by law. We are deeply committed to fostering an environment where all faculty, staff, students, trainees, patients, visitors, and the communities we serve feel respected and supported. Our goal is to create a healthcare and learning institution that actively works to remove barriers, address challenges, and promote fairness in all aspects of our organization.

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